Author

Akiko Tenma

The University of OsakaORCID 0000-0002-2406-5824Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:machine learning (classical)· 1 Assay:protein sequence· 1

Frequent Co-Authors

Haruka Fujita· 1 shared Hironori NakagamiiD· 1 shared Kugatsu Sadamitsu· 1 shared Makoto SakaguchiiD· 1 shared Seiichi Inoue· 1 shared Toshiaki Noumi· 1 shared

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2021-2021 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Haruka Fujita

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1 paper

Recent·Most cited

BioinformaticsJournal of Information ProcessingPeer-reviewedJan 1, 2021

Epitope Prediction of Antigen Protein using Attention-Based LSTM Network

Toshiaki Noumi, Seiichi Inoue, Haruka Fujita…·Hironori Nakagami

The paper proposes an attention-based LSTM network to improve epitope prediction accuracy by considering the whole antigen protein sequence and features.

25 citations

protein sequencedeep learning

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